Concepedia

Rong Ge

RG

Statistics

Publications

40

Citations

3.1K

H-Index

25

Active since

2012

Affiliations

Duke University(Current)

Princeton University

Massachusetts Institute of Technology

University of California, Berkeley

University of Washington

Rong Ge is an author at Duke University specializing in engineering, machine learning, and computer science.

ORCID

Top concepts

Publications per year

2012–2022

40

Publications

40

Computing a nonnegative matrix factorization -- provably

Sanjeev Arora, Rong Ge, Ravindran Kannan et al. · 2012 · 285 citations

, , +14

Provable Bounds for Learning Some Deep Representations

Sanjeev Arora, Aditya Bhaskara, Rong Ge et al. · arXiv (Cornell University) · 2013 · 241 citations · Full text

Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator

Maryam Fazel, Rong Ge, Sham M. Kakade et al. · arXiv (Cornell University) · 2018 · 240 citations · Full text

, , +14

How to escape saddle points efficiently

Chi Jin, Rong Ge, Praneeth Netrapalli et al. · International Conference on Machine Learning · 2017 · 235 citations

, , +17

How to Escape Saddle Points Efficiently

Chi Jin, Rong Ge, Praneeth Netrapalli et al. · arXiv (Cornell University) · 2017 · 231 citations · Full text

, , +16

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